Update AWSTranscribeSTTService to use WebsocketSTTService
This commit is contained in:
@@ -29,13 +29,12 @@ from pipecat.frames.frames import (
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TranscriptionFrame,
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)
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from pipecat.services.aws.utils import build_event_message, decode_event, get_presigned_url
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from pipecat.services.stt_service import STTService
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from pipecat.services.stt_service import WebsocketSTTService
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from pipecat.transcriptions.language import Language, resolve_language
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from pipecat.utils.time import time_now_iso8601
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from pipecat.utils.tracing.service_decorators import traced_stt
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try:
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import websockets
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from websockets.asyncio.client import connect as websocket_connect
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from websockets.protocol import State
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except ModuleNotFoundError as e:
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@@ -44,7 +43,7 @@ except ModuleNotFoundError as e:
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raise Exception(f"Missing module: {e}")
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class AWSTranscribeSTTService(STTService):
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class AWSTranscribeSTTService(WebsocketSTTService):
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"""AWS Transcribe Speech-to-Text service using WebSocket streaming.
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Provides real-time speech transcription using AWS Transcribe's streaming API.
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@@ -99,9 +98,6 @@ class AWSTranscribeSTTService(STTService):
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"region": region or os.getenv("AWS_REGION", "us-east-1"),
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}
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self._ws_client = None
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self._connection_lock = asyncio.Lock()
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self._connecting = False
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self._receive_task = None
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def get_service_encoding(self, encoding: str) -> str:
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@@ -123,29 +119,9 @@ class AWSTranscribeSTTService(STTService):
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Args:
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frame: Start frame signaling service initialization.
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Raises:
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RuntimeError: If WebSocket connection cannot be established after retries.
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"""
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await super().start(frame)
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logger.info("Starting AWS Transcribe service...")
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retry_count = 0
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max_retries = 3
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while retry_count < max_retries:
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try:
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await self._connect()
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if self._ws_client and self._ws_client.state is State.OPEN:
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logger.info("Successfully established WebSocket connection")
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return
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logger.warning("WebSocket connection not established after connect")
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except Exception as e:
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await self.push_error(error_msg=f"Unknown error occurred: {e}", exception=e)
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retry_count += 1
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if retry_count < max_retries:
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await asyncio.sleep(1) # Wait before retrying
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raise RuntimeError("Failed to establish WebSocket connection after multiple attempts")
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await self._connect()
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async def stop(self, frame: EndFrame):
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"""Stop the service and disconnect from AWS Transcribe.
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@@ -174,140 +150,127 @@ class AWSTranscribeSTTService(STTService):
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Yields:
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ErrorFrame: If processing fails or connection issues occur.
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"""
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try:
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# Ensure WebSocket is connected
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if not self._ws_client or self._ws_client.state is State.CLOSED:
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logger.debug("WebSocket not connected, attempting to reconnect...")
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try:
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await self._connect()
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except Exception as e:
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yield ErrorFrame(error=f"Unknown error occurred: {e}")
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return
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# Format the audio data according to AWS event stream format
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event_message = build_event_message(audio)
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# Send the formatted event message
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if self._websocket and self._websocket.state is State.OPEN:
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try:
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await self._ws_client.send(event_message)
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# Format the audio data according to AWS event stream format
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event_message = build_event_message(audio)
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# Send the formatted event message
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await self._websocket.send(event_message)
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# Start metrics after first chunk sent
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await self.start_processing_metrics()
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await self.start_ttfb_metrics()
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except websockets.exceptions.ConnectionClosed as e:
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logger.warning(f"Connection closed while sending: {e}")
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await self._disconnect()
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# Don't yield error here - we'll retry on next frame
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except Exception as e:
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yield ErrorFrame(error=f"Unknown error occurred: {e}")
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await self._disconnect()
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yield ErrorFrame(error=f"Error sending audio: {e}")
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except Exception as e:
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yield ErrorFrame(error=f"Unknown error occurred: {e}")
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await self._disconnect()
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yield None
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async def _connect(self):
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"""Connect to AWS Transcribe with connection state management."""
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if self._ws_client and self._ws_client.state is State.OPEN and self._receive_task:
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logger.debug(f"{self} Already connected")
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return
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"""Connect to the AWS Transcribe service.
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async with self._connection_lock:
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if self._connecting:
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logger.debug(f"{self} Connection already in progress")
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return
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Establishes websocket connection and starts receive task.
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"""
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await self._connect_websocket()
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try:
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self._connecting = True
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logger.debug(f"{self} Starting connection process...")
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if self._ws_client:
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await self._disconnect()
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language_code = self.language_to_service_language(
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Language(self._settings["language"])
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)
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if not language_code:
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raise ValueError(f"Unsupported language: {self._settings['language']}")
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# Generate random websocket key
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websocket_key = "".join(
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random.choices(
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string.ascii_uppercase + string.ascii_lowercase + string.digits, k=20
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)
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)
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# Add required headers
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additional_headers = {
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"Origin": "https://localhost",
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"Sec-WebSocket-Key": websocket_key,
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"Sec-WebSocket-Version": "13",
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"Connection": "keep-alive",
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}
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# Get presigned URL
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presigned_url = get_presigned_url(
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region=self._credentials["region"],
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credentials={
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"access_key": self._credentials["aws_access_key_id"],
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"secret_key": self._credentials["aws_secret_access_key"],
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"session_token": self._credentials["aws_session_token"],
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},
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language_code=language_code,
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media_encoding=self.get_service_encoding(
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self._settings["media_encoding"]
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), # Convert to AWS format
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sample_rate=self._settings["sample_rate"],
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number_of_channels=self._settings["number_of_channels"],
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enable_partial_results_stabilization=True,
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partial_results_stability="high",
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show_speaker_label=self._settings["show_speaker_label"],
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enable_channel_identification=self._settings["enable_channel_identification"],
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)
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logger.debug(f"{self} Connecting to WebSocket with URL: {presigned_url[:100]}...")
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# Connect with the required headers and settings
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self._ws_client = await websocket_connect(
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presigned_url,
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additional_headers=additional_headers,
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subprotocols=["mqtt"],
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ping_interval=None,
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ping_timeout=None,
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compression=None,
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)
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logger.debug(f"{self} WebSocket connected, starting receive task...")
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# Start receive task
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self._receive_task = self.create_task(self._receive_loop())
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logger.info(f"{self} Successfully connected to AWS Transcribe")
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await self._call_event_handler("on_connected")
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except Exception as e:
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await self.push_error(error_msg=f"Unknown error occurred: {e}", exception=e)
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await self._disconnect()
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raise
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finally:
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self._connecting = False
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if self._websocket and not self._receive_task:
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self._receive_task = self.create_task(self._receive_task_handler(self._report_error))
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async def _disconnect(self):
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"""Disconnect from AWS Transcribe."""
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"""Disconnect from the AWS Transcribe service.
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Sends end-stream message and cleans up.
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"""
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if self._receive_task:
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await self.cancel_task(self._receive_task)
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self._receive_task = None
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try:
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if self._ws_client and self._ws_client.state is State.OPEN:
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# Send end-stream message
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# Send end-stream message before closing
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if self._websocket and self._websocket.state is State.OPEN:
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try:
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end_stream = {"message-type": "event", "event": "end"}
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await self._ws_client.send(json.dumps(end_stream))
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await self._ws_client.close()
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await self._websocket.send(json.dumps(end_stream))
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except Exception as e:
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await self.push_error(error_msg=f"Error sending end-stream: {e}", exception=e)
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await self._disconnect_websocket()
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async def _connect_websocket(self):
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"""Establish the websocket connection to AWS Transcribe."""
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try:
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if self._websocket and self._websocket.state is State.OPEN:
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return
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logger.debug("Connecting to AWS Transcribe WebSocket")
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language_code = self.language_to_service_language(Language(self._settings["language"]))
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if not language_code:
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raise ValueError(f"Unsupported language: {self._settings['language']}")
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# Generate random websocket key
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websocket_key = "".join(
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random.choices(
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string.ascii_uppercase + string.ascii_lowercase + string.digits, k=20
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)
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)
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# Add required headers
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additional_headers = {
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"Origin": "https://localhost",
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"Sec-WebSocket-Key": websocket_key,
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"Sec-WebSocket-Version": "13",
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"Connection": "keep-alive",
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}
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# Get presigned URL
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presigned_url = get_presigned_url(
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region=self._credentials["region"],
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credentials={
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"access_key": self._credentials["aws_access_key_id"],
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"secret_key": self._credentials["aws_secret_access_key"],
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"session_token": self._credentials["aws_session_token"],
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},
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language_code=language_code,
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media_encoding=self.get_service_encoding(
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self._settings["media_encoding"]
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), # Convert to AWS format
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sample_rate=self._settings["sample_rate"],
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number_of_channels=self._settings["number_of_channels"],
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enable_partial_results_stabilization=True,
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partial_results_stability="high",
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show_speaker_label=self._settings["show_speaker_label"],
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enable_channel_identification=self._settings["enable_channel_identification"],
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)
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logger.debug(f"{self} Connecting to WebSocket with URL: {presigned_url[:100]}...")
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# Connect with the required headers and settings
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self._websocket = await websocket_connect(
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presigned_url,
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additional_headers=additional_headers,
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subprotocols=["mqtt"],
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ping_interval=None,
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ping_timeout=None,
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compression=None,
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)
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await self._call_event_handler("on_connected")
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logger.info(f"{self} Successfully connected to AWS Transcribe")
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except Exception as e:
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await self.push_error(error_msg=f"Unknown error occurred: {e}", exception=e)
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await self.push_error(
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error_msg=f"Unable to connect to AWS Transcribe: {e}", exception=e
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)
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raise
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async def _disconnect_websocket(self):
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"""Close the websocket connection to AWS Transcribe."""
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try:
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if self._websocket:
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logger.debug("Disconnecting from AWS Transcribe WebSocket")
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await self._websocket.close()
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except Exception as e:
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await self.push_error(error_msg=f"Error closing websocket: {e}", exception=e)
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finally:
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self._ws_client = None
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self._websocket = None
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await self._call_event_handler("on_disconnected")
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def language_to_service_language(self, language: Language) -> str | None:
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@@ -471,16 +434,26 @@ class AWSTranscribeSTTService(STTService):
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):
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pass
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async def _receive_loop(self):
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"""Background task to receive and process messages from AWS Transcribe."""
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while True:
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if not self._ws_client or self._ws_client.state is State.CLOSED:
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logger.warning(f"{self} WebSocket closed in receive loop")
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break
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def _get_websocket(self):
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"""Get the current WebSocket connection.
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Returns:
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The WebSocket connection.
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Raises:
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Exception: If WebSocket is not connected.
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"""
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if self._websocket:
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return self._websocket
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raise Exception("Websocket not connected")
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async def _receive_messages(self):
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"""Receive and process websocket messages.
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Continuously processes messages from the websocket connection.
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"""
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async for response in self._get_websocket():
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try:
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response = await self._ws_client.recv()
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headers, payload = decode_event(response)
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if headers.get(":message-type") == "event":
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@@ -527,11 +500,5 @@ class AWSTranscribeSTTService(STTService):
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else:
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logger.debug(f"{self} Other message type received: {headers}")
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logger.debug(f"{self} Payload: {payload}")
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except websockets.exceptions.ConnectionClosed as e:
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await self.push_error(
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error_msg=f"WebSocket connection closed in receive loop", exception=e
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)
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break
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except Exception as e:
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await self.push_error(error_msg=f"Unknown error occurred: {e}", exception=e)
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break
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logger.warning(f"Error processing message: {e}")
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